Neural network applications in control [ Livre] / George, Irwin ; Kevin, Warwich

Auteur principal: Irwin, GeorgeLangue: Anglais ; de l'oeuvre originale, Anglais.Publication : IEEE PRESS, 1995, LondonDescription : XIV-295 p.ISBN: 0852968523.Collection: IEE control engineering series, 53Classification: 006.3 Intelligence artificielle - Machine LearningRésumé: Neural networks are an exciting technology of growing importance in real industrial situations, particularly in control and systems. This book aims to give a detailed appreciation of the use of neural nets in these applications; it is aimed particularly at those with a control or systems background who wish to gain an insight into the technology in the context of real applications. The book introduces a wide variety of network types, including Kohenen nets, n-tuple nets and radial basis function networks, as well as the more usual multi-layer perception back-propagation networks. It begins by describing the basic principles and some essential design features, then goes on to examine in depth several application studies illustrating a range of advanced approaches to the topic..Sujet - Nom commun: Réseaux neuronaux (informatique) | Commande automatique
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ENS Rennes - Bibliothèque
Informatique
006.3 IRW (Browse shelf) Available 006.3 Intelligence artificielle - Machine Learning 00003064

Neural networks are an exciting technology of growing importance in real industrial situations, particularly in control and systems. This book aims to give a detailed appreciation of the use of neural nets in these applications; it is aimed particularly at those with a control or systems background who wish to gain an insight into the technology in the context of real applications.
The book introduces a wide variety of network types, including Kohenen nets, n-tuple nets and radial basis function networks, as well as the more usual multi-layer perception back-propagation networks. It begins by describing the basic principles and some essential design features, then goes on to examine in depth several application studies illustrating a range of advanced approaches to the topic.

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